Directory

Models

Every model below is a public repository. Filter the list in this browser. With the script off, the full list is still here.

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44 models

TextQwen

Qwen2.5-7B-Instruct

Qwen's 7B instruct model for ordinary chat. It is the size a single desktop GPU is often asked to hold.

5Freshness / 100
91Popularity / 100
7.62BParameters

Smallest pack we can size: Q4 estimate · 5.2 GB, including the allowance.

TextQwen

Qwen3-8B

An 8B-class Qwen text model. The directory lists it for chat and step-by-step answers on hardware you own.

12Freshness / 100
92Popularity / 100
8.19BParameters

Smallest pack we can size: Q4 estimate · 6.0 GB, including the allowance.

TextQwen

Qwen3.5-4B

A small Qwen model that takes text and images. Useful when the machine is a laptop rather than a server.

39Freshness / 100
90Popularity / 100
4.66BParameters

Smallest pack we can size: Q4 estimate · 5.6 GB, including the allowance.

TextQwen

Qwen3.5-9B

A mid-size Qwen model for text and images. Larger than the 4B sibling, still in desktop range on a 4-bit estimate.

39Freshness / 100
91Popularity / 100
9.65BParameters

Smallest pack we can size: Q4 estimate · 8.8 GB, including the allowance.

TextQwen

Qwen3.8-27B

Qwen's 27B-class vision-and-text model. The 4-bit estimate is the pack to read first. The full-weight repo is a different, larger download.

71Freshness / 100
96Popularity / 100
27.78BParameters

Smallest pack we can size: Q4 estimate · 19.8 GB, including the allowance.

TextQwen

Qwen2.5-VL-7B-Instruct

Qwen's 7B instruct model for questions about images. It is a vision model, so the fit row adds memory for the image tower.

8Freshness / 100
90Popularity / 100
8.29BParameters

Smallest pack we can size: Q4 estimate · 8.1 GB, including the allowance.

TextQwen

Qwen3-VL-8B-Instruct

An 8B Qwen instruct model for image and text inputs. The publisher repository is the source for which files to download.

23Freshness / 100
90Popularity / 100
8.77BParameters

Smallest pack we can size: Q4 estimate · 8.3 GB, including the allowance.

TextQwen

Qwen2.5-32B-Instruct

A 32B Qwen instruct model. Most 12 GB cards will not hold the 4-bit estimate. A 24 GB card is the first size to check.

5Freshness / 100
79Popularity / 100
32.76BParameters

Smallest pack we can size: Q4 estimate · 20.5 GB, including the allowance.

TextQwen

Qwen2.5-72B-Instruct

A 72B Qwen instruct model. Plan on a rented GPU unless the machine has workstation memory.

5Freshness / 100
72Popularity / 100
72.71BParameters

Smallest pack we can size: Q4 estimate · 44.0 GB, including the allowance.

Textdeepseek-ai

DeepSeek-R1-Distill-Qwen-14B

A 14B reasoning distill published by DeepSeek on a Qwen base. Read the license on the repository before you ship it in a product.

8Freshness / 100
73Popularity / 100
14.77BParameters

Smallest pack we can size: Q4 estimate · 9.6 GB, including the allowance.

Textdeepseek-ai

DeepSeek-V3.2

DeepSeek V3.2, a large text model. The parameter count is the whole model. A desktop fit is unlikely. The rented-GPU row is the one that matters.

28Freshness / 100
91Popularity / 100
685.36BParameters

Smallest pack we can size: Q4 estimate · 380.9 GB, including the allowance.

Textdeepseek-ai

DeepSeek-V4-Flash-0731

DeepSeek's V4 Flash checkpoint dated in the repository name. Treat the size on the public record as the size. Do not assume a small active-parameter figure unless that record states one.

70Freshness / 100
89Popularity / 100
304.18BParameters

Smallest pack we can size: Q4 estimate · 171.3 GB, including the allowance.

Textdeepseek-ai

DeepSeek-V4.1-Flash

DeepSeek V4.1 Flash. The public record classes it as image-and-text. The fit estimate uses that larger allowance.

82Freshness / 100
87Popularity / 100
763.21BParameters

Smallest pack we can size: Q4 estimate · 425.8 GB, including the allowance.

Textzai-org

GLM-4.5-Air

Z.ai's GLM-4.5 Air text model. Air in the name is the publisher's label. The gigabytes below are still computed from the published parameter count.

16Freshness / 100
81Popularity / 100
110.47BParameters

Smallest pack we can size: Q4 estimate · 64.8 GB, including the allowance.

Textzai-org

GLM-5.3-Flash

Z.ai's GLM-5.3 Flash. The public record classes the repository as image-and-text. Check the license on the card before commercial use.

77Freshness / 100
92Popularity / 100
321.32BParameters

Smallest pack we can size: Q4 estimate · 182.7 GB, including the allowance.

Textmicrosoft

phi-4

Microsoft's Phi-4 text model. It sits between a laptop model and a 32B model. Read the 4-bit row before the full-weight row.

7Freshness / 100
77Popularity / 100
14.66BParameters

Smallest pack we can size: Q4 estimate · 9.6 GB, including the allowance.

Textmicrosoft

Phi-4-mini-instruct

The smaller Phi-4 instruct model from Microsoft. Built for machines that cannot hold the full Phi-4 weights.

9Freshness / 100
75Popularity / 100
3.84BParameters

Smallest pack we can size: Q4 estimate · 3.1 GB, including the allowance.

Textgoogle

gemma-3-4b-it

Google's Gemma 3 4B instruct model. The weights are under Gemma's own terms, which the license row names. Accept those terms on the publisher's site before downloading.

9Freshness / 100
81Popularity / 100
4.30BParameters

Smallest pack we can size: Q4 estimate · 5.4 GB, including the allowance.

Textgoogle

gemma-4-26B-A4B-it

A Gemma 4 instruct model. The name marks a mixture-of-experts shape. The parameter count shown is the total on the public record, not a guess at how many are active.

40Freshness / 100
91Popularity / 100
25.81BParameters

Smallest pack we can size: Q4 estimate · 18.7 GB, including the allowance.

Textgoogle

gemma-4-31B-it

Google's Gemma 4 31B instruct model. A 4-bit estimate is the first number to compare with your card. The full repository is larger.

40Freshness / 100
94Popularity / 100
31.27BParameters

Smallest pack we can size: Q4 estimate · 21.7 GB, including the allowance.

Textmeta-llama

Llama-3.1-8B-Instruct

Meta's Llama 3.1 8B instruct model. Meta gates the download. The fit estimate does not change the fact that you have to accept their terms.

4Freshness / 100
92Popularity / 100
8.03BParameters

Smallest pack we can size: Q4 estimate · 5.9 GB, including the allowance.

Textmeta-llama

Llama-3.3-70B-Instruct

Meta's Llama 3.3 70B instruct model. This is a rented-GPU model on the 4-bit estimate unless the machine is a workstation. The download is gated by Meta.

7Freshness / 100
78Popularity / 100
70.55BParameters

Smallest pack we can size: Q4 estimate · 42.8 GB, including the allowance.

TextHuggingFaceTB

SmolLM2-1.7B-Instruct

A 1.7B instruct model from Hugging Face. Small enough that the interesting question is quality for the task, not whether the weights fit.

6Freshness / 100
74Popularity / 100
1.71BParameters

Smallest pack we can size: Q4 estimate · 1.9 GB, including the allowance.

Textopenai

gpt-oss-20b

OpenAI's open-weight gpt-oss model at the 20B size. The repository is the source for the license and the files. This desk does not resell access to it.

17Freshness / 100
92Popularity / 100
20.91BParameters

Smallest pack we can size: Q4 estimate · 14.0 GB, including the allowance.

Textopenai

gpt-oss-120b

The 120B gpt-oss model published by OpenAI. Read it as a rented-GPU model unless the fit row says otherwise for a specific pack.

17Freshness / 100
88Popularity / 100
116.83BParameters

Smallest pack we can size: Q4 estimate · 68.3 GB, including the allowance.

Textmistralai

Mistral-7B-Instruct-v0.3

Mistral's 7B instruct model, v0.3. A known desktop size. Confirm the license on the card. It is not Apache on every Mistral release.

3Freshness / 100
85Popularity / 100
7.25BParameters

Smallest pack we can size: Q4 estimate · 5.0 GB, including the allowance.

Textmistralai

Mistral-Small-3.2-24B-Instruct-2506

Mistral Small 3.2 at 24B, instruct weights dated in the repository name. Compare the 4-bit estimate with a 16 GB or 24 GB card.

15Freshness / 100
70Popularity / 100
24.01BParameters

Smallest pack we can size: Q4 estimate · 15.7 GB, including the allowance.

Textprism-ml

Ternary-Bonsai-2-27B-gguf

Prism ML's ternary Bonsai 2 pack, about a 27B-class model stored as GGUF. A normal 4-bit estimate would misstate these packed weights, so this page uses the repository's published storage only. The publisher's own runtime notes are the ones to follow.

84Freshness / 100
86Popularity / 100
—Parameters

Smallest pack we can size: Smallest published GGUF · 7.9 GB, including the allowance.

CodingQwen

Qwen2.5-Coder-7B-Instruct

Qwen's 7B coder instruct model. Sized for a desktop that is editing code, not for a multi-GPU server.

5Freshness / 100
82Popularity / 100
7.62BParameters

Smallest pack we can size: Q4 estimate · 5.2 GB, including the allowance.

CodingQwen

Qwen2.5-Coder-32B-Instruct

Qwen's 32B coder instruct model. Use the 4-bit row on a 24 GB card and the rented row if that estimate does not fit.

6Freshness / 100
78Popularity / 100
32.76BParameters

Smallest pack we can size: Q4 estimate · 20.5 GB, including the allowance.

Codingdeepseek-ai

DeepSeek-Coder-V2-Lite-Instruct

DeepSeek Coder V2 Lite, instruct weights. Lite is the publisher's name. The gigabytes still come from the parameter count on the record.

4Freshness / 100
72Popularity / 100
15.71BParameters

Smallest pack we can size: Q4 estimate · 10.1 GB, including the allowance.

Imagesblack-forest-labs

FLUX.1-schnell

Black Forest Labs' FLUX.1 schnell, a text-to-image model built for few sampling steps. The fit row is weight memory plus a fixed activation allowance. It is not a render this desk timed.

4Freshness / 100
79Popularity / 100
11.89BParameters

Smallest pack we can size: FP8 estimate · 15.9 GB, including the allowance.

Imagesblack-forest-labs

FLUX.1-dev

FLUX.1 dev from Black Forest Labs. The license is not the same as schnell. Read it before any commercial image work.

4Freshness / 100
83Popularity / 100
11.90BParameters

Smallest pack we can size: FP8 estimate · 15.9 GB, including the allowance.

ImagesComfy-Org

Flux-2-Klein-4B

A Comfy-Org package of the Flux 2 Klein 4B image model. The publisher of this repository is Comfy-Org. Follow their file layout if you run it in ComfyUI.

33Freshness / 100
77Popularity / 100
—Parameters

Smallest pack we can size: Largest published checkpoint · 11.8 GB, including the allowance.

Imagesstabilityai

stable-diffusion-xl-base-1.0

Stability AI's Stable Diffusion XL base checkpoint. Widely used, and older than the Flux models listed here. The license row is the one to read.

1Freshness / 100
92Popularity / 100
2.57BParameters

Smallest pack we can size: FP8 estimate · 6.6 GB, including the allowance.

VideoWan-AI

Wan2.1-T2V-1.3B-Diffusers

Wan-AI's 1.3B text-to-video model in Diffusers layout. Small for a video model. The activation allowance on a video row is larger than on a chat row, because frames are not tokens.

10Freshness / 100
72Popularity / 100
1.42BParameters

Smallest pack we can size: FP8 estimate · 9.4 GB, including the allowance.

VideoWan-AI

Wan2.1-T2V-14B-Diffusers

The 14B Wan 2.1 text-to-video checkpoint in Diffusers layout. Expect a rented GPU. A 24 GB card is the borderline case on the FP8 estimate, not a promise.

10Freshness / 100
65Popularity / 100
14.29BParameters

Smallest pack we can size: FP8 estimate · 22.3 GB, including the allowance.

VideoLightricks

LTX-Video

Lightricks' LTX-Video model. The public record classes it as image-to-video. Run it from the publisher's instructions. The fit number is an estimate.

6Freshness / 100
83Popularity / 100
1.92BParameters

Smallest pack we can size: FP8 estimate · 9.9 GB, including the allowance.

VideoMiniMaxAI

MiniMax-H3

MiniMax H3, published for image, text, and video. The parameter count on a model this large usually means a rented multi-GPU machine. Read the community license before you use the outputs.

69Freshness / 100
93Popularity / 100
33.12BParameters

Smallest pack we can size: FP8 estimate · 41.1 GB, including the allowance.

Audioopenai

whisper-large-v3

OpenAI's Whisper large-v3 speech-to-text model. It is small next to a chat model. The usual question is language coverage, which the model card states and this page does not re-score.

2Freshness / 100
90Popularity / 100
1.54BParameters

Smallest pack we can size: FP16 estimate · 4.1 GB, including the allowance.

Audioopenai

whisper-large-v3-turbo

The faster Whisper large-v3 turbo checkpoint from OpenAI. Same job as large-v3: transcribe audio on a machine you control.

5Freshness / 100
91Popularity / 100
809MParameters

Smallest pack we can size: FP16 estimate · 2.1 GB, including the allowance.

Audiohexgrad

Kokoro-82M

Kokoro, an 82M text-to-speech model published by hexgrad. The weights are tiny. The voice files and the license live in the publisher repository.

7Freshness / 100
95Popularity / 100
—Parameters

Smallest pack we can size: Largest published checkpoint · 0.8 GB, including the allowance.

TextBAAI

bge-m3

BAAI's bge-m3 embedding model for search. It turns text into vectors. It does not chat. The fit row should be an easy pass on almost any current machine.

2Freshness / 100
94Popularity / 100
—Parameters

Smallest pack we can size: Largest published checkpoint · 3.3 GB, including the allowance.

TextBAAI

bge-reranker-v2-m3

BAAI's bge reranker v2 m3. It reorders search hits. Pair it with an embedding model. It is not a chat model.

2Freshness / 100
92Popularity / 100
568MParameters

Smallest pack we can size: Q4 estimate · 1.3 GB, including the allowance.

This directory is assembled from public model records. Freshness is age. Popularity is downloads and likes. A fit figure is an estimate from a parameter count or from a published file size, not a run on our hardware. How the numbers are made. AI disclosure.